Overview
Brought to you by YData
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 973 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 114.2 KiB |
| Average record size in memory | 120.1 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
BMI is highly overall correlated with Weight (kg) | High correlation |
Calories_Burned is highly overall correlated with Experience_Level and 2 other fields | High correlation |
Experience_Level is highly overall correlated with Calories_Burned and 4 other fields | High correlation |
Fat_Percentage is highly overall correlated with Calories_Burned and 3 other fields | High correlation |
Gender is highly overall correlated with Fat_Percentage and 3 other fields | High correlation |
Height (m) is highly overall correlated with Gender | High correlation |
Session_Duration (hours) is highly overall correlated with Calories_Burned and 1 other fields | High correlation |
Water_Intake (liters) is highly overall correlated with Experience_Level and 2 other fields | High correlation |
Weight (kg) is highly overall correlated with BMI and 1 other fields | High correlation |
Workout_Frequency (days/week) is highly overall correlated with Experience_Level | High correlation |
Reproduction
| Analysis started | 2025-03-02 16:58:07.861299 |
|---|---|
| Analysis finished | 2025-03-02 16:58:21.349156 |
| Duration | 13.49 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Age
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.683453 |
| Minimum | 18 |
|---|---|
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 28 |
| median | 40 |
| Q3 | 49 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 41 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 12.180928 |
|---|---|
| Coefficient of variation (CV) | 0.31488729 |
| Kurtosis | -1.2150761 |
| Mean | 38.683453 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.077863962 |
| Sum | 37639 |
| Variance | 148.375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 34 | 3.5% |
| 50 | 33 | 3.4% |
| 52 | 32 | 3.3% |
| 45 | 30 | 3.1% |
| 54 | 30 | 3.1% |
| 22 | 27 | 2.8% |
| 18 | 27 | 2.8% |
| 42 | 27 | 2.8% |
| 56 | 27 | 2.8% |
| 49 | 26 | 2.7% |
| Other values (32) | 680 |
| Value | Count | Frequency (%) |
| 18 | 27 | |
| 19 | 26 | |
| 20 | 25 | |
| 21 | 20 | |
| 22 | 27 | |
| 23 | 25 | |
| 24 | 15 | |
| 25 | 26 | |
| 26 | 21 | |
| 27 | 18 |
| Value | Count | Frequency (%) |
| 59 | 19 | |
| 58 | 19 | |
| 57 | 23 | |
| 56 | 27 | |
| 55 | 18 | |
| 54 | 30 | |
| 53 | 23 | |
| 52 | 32 | |
| 51 | 19 | |
| 50 | 33 |
Gender
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9496403 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 511 | |
| Female | 462 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 511 | |
| female | 462 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1435 | |
| a | 973 | |
| l | 973 | |
| M | 511 | 10.6% |
| F | 462 | 9.6% |
| m | 462 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3843 | |
| Uppercase Letter | 973 | 20.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1435 | |
| a | 973 | |
| l | 973 | |
| m | 462 | 12.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 511 | |
| F | 462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4816 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1435 | |
| a | 973 | |
| l | 973 | |
| M | 511 | 10.6% |
| F | 462 | 9.6% |
| m | 462 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1435 | |
| a | 973 | |
| l | 973 | |
| M | 511 | 10.6% |
| F | 462 | 9.6% |
| m | 462 | 9.6% |
Weight (kg)
Real number (ℝ)
High correlation 
| Distinct | 532 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.854676 |
| Minimum | 40 |
|---|---|
| Maximum | 129.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 45.46 |
| Q1 | 58.1 |
| median | 70 |
| Q3 | 86 |
| 95-th percentile | 118.16 |
| Maximum | 129.9 |
| Range | 89.9 |
| Interquartile range (IQR) | 27.9 |
Descriptive statistics
| Standard deviation | 21.2075 |
|---|---|
| Coefficient of variation (CV) | 0.28715176 |
| Kurtosis | -0.023968988 |
| Mean | 73.854676 |
| Median Absolute Deviation (MAD) | 13.4 |
| Skewness | 0.772384 |
| Sum | 71860.6 |
| Variance | 449.75808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 57.7 | 6 | 0.6% |
| 75.6 | 6 | 0.6% |
| 64.3 | 5 | 0.5% |
| 50.3 | 5 | 0.5% |
| 81.4 | 5 | 0.5% |
| 71.2 | 5 | 0.5% |
| 59 | 5 | 0.5% |
| 64.5 | 5 | 0.5% |
| 102.6 | 5 | 0.5% |
| 65.2 | 5 | 0.5% |
| Other values (522) | 921 |
| Value | Count | Frequency (%) |
| 40 | 2 | |
| 40.3 | 1 | |
| 40.4 | 2 | |
| 40.5 | 2 | |
| 40.6 | 1 | |
| 40.9 | 1 | |
| 41.1 | 1 | |
| 41.2 | 2 | |
| 41.6 | 1 | |
| 41.9 | 1 |
| Value | Count | Frequency (%) |
| 129.9 | 1 | 0.1% |
| 129.5 | 1 | 0.1% |
| 129.2 | 1 | 0.1% |
| 129 | 1 | 0.1% |
| 128.4 | 3 | |
| 128.2 | 1 | 0.1% |
| 127.9 | 1 | 0.1% |
| 127.8 | 1 | 0.1% |
| 127.7 | 1 | 0.1% |
| 127.6 | 1 | 0.1% |
Height (m)
Real number (ℝ)
High correlation 
| Distinct | 51 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7225797 |
| Minimum | 1.5 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.53 |
| Q1 | 1.62 |
| median | 1.71 |
| Q3 | 1.8 |
| 95-th percentile | 1.954 |
| Maximum | 2 |
| Range | 0.5 |
| Interquartile range (IQR) | 0.18 |
Descriptive statistics
| Standard deviation | 0.12771989 |
|---|---|
| Coefficient of variation (CV) | 0.074144551 |
| Kurtosis | -0.72363267 |
| Mean | 1.7225797 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 0.33885837 |
| Sum | 1676.07 |
| Variance | 0.016312371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.62 | 44 | 4.5% |
| 1.76 | 37 | 3.8% |
| 1.77 | 37 | 3.8% |
| 1.61 | 36 | 3.7% |
| 1.79 | 32 | 3.3% |
| 1.68 | 31 | 3.2% |
| 1.71 | 30 | 3.1% |
| 1.63 | 29 | 3.0% |
| 1.72 | 28 | 2.9% |
| 1.6 | 27 | 2.8% |
| Other values (41) | 642 |
| Value | Count | Frequency (%) |
| 1.5 | 11 | |
| 1.51 | 11 | |
| 1.52 | 22 | |
| 1.53 | 14 | |
| 1.54 | 12 | |
| 1.55 | 20 | |
| 1.56 | 14 | |
| 1.57 | 18 | |
| 1.58 | 20 | |
| 1.59 | 15 |
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 1.99 | 15 | |
| 1.98 | 9 | |
| 1.97 | 7 | |
| 1.96 | 9 | |
| 1.95 | 14 | |
| 1.94 | 12 | |
| 1.93 | 14 | |
| 1.92 | 15 | |
| 1.91 | 10 |
Max_BPM
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.88386 |
| Minimum | 160 |
|---|---|
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 160 |
|---|---|
| 5-th percentile | 162 |
| Q1 | 170 |
| median | 180 |
| Q3 | 190 |
| 95-th percentile | 198 |
| Maximum | 199 |
| Range | 39 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.525686 |
|---|---|
| Coefficient of variation (CV) | 0.064072928 |
| Kurtosis | -1.1879155 |
| Mean | 179.88386 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.037950486 |
| Sum | 175027 |
| Variance | 132.84144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 198 | 34 | 3.5% |
| 188 | 31 | 3.2% |
| 177 | 31 | 3.2% |
| 161 | 30 | 3.1% |
| 185 | 29 | 3.0% |
| 192 | 28 | 2.9% |
| 182 | 28 | 2.9% |
| 184 | 28 | 2.9% |
| 164 | 28 | 2.9% |
| 187 | 28 | 2.9% |
| Other values (30) | 678 |
| Value | Count | Frequency (%) |
| 160 | 18 | |
| 161 | 30 | |
| 162 | 25 | |
| 163 | 17 | |
| 164 | 28 | |
| 165 | 21 | |
| 166 | 22 | |
| 167 | 21 | |
| 168 | 27 | |
| 169 | 20 |
| Value | Count | Frequency (%) |
| 199 | 26 | |
| 198 | 34 | |
| 197 | 17 | |
| 196 | 26 | |
| 195 | 23 | |
| 194 | 27 | |
| 193 | 22 | |
| 192 | 28 | |
| 191 | 22 | |
| 190 | 21 |
Avg_BPM
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.7667 |
| Minimum | 120 |
|---|---|
| Maximum | 169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 122 |
| Q1 | 131 |
| median | 143 |
| Q3 | 156 |
| 95-th percentile | 167 |
| Maximum | 169 |
| Range | 49 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.345101 |
|---|---|
| Coefficient of variation (CV) | 0.099780417 |
| Kurtosis | -1.1987236 |
| Mean | 143.7667 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.086360959 |
| Sum | 139885 |
| Variance | 205.78194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 132 | 27 | 2.8% |
| 130 | 26 | 2.7% |
| 139 | 25 | 2.6% |
| 129 | 25 | 2.6% |
| 136 | 24 | 2.5% |
| 161 | 24 | 2.5% |
| 135 | 24 | 2.5% |
| 158 | 24 | 2.5% |
| 120 | 23 | 2.4% |
| 137 | 23 | 2.4% |
| Other values (40) | 728 |
| Value | Count | Frequency (%) |
| 120 | 23 | |
| 121 | 23 | |
| 122 | 16 | |
| 123 | 17 | |
| 124 | 12 | |
| 125 | 21 | |
| 126 | 18 | |
| 127 | 21 | |
| 128 | 22 | |
| 129 | 25 |
| Value | Count | Frequency (%) |
| 169 | 13 | |
| 168 | 22 | |
| 167 | 22 | |
| 166 | 19 | |
| 165 | 19 | |
| 164 | 10 | |
| 163 | 14 | |
| 162 | 19 | |
| 161 | 24 | |
| 160 | 21 |
Resting_BPM
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.223022 |
| Minimum | 50 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 56 |
| median | 62 |
| Q3 | 68 |
| 95-th percentile | 73 |
| Maximum | 74 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.3270599 |
|---|---|
| Coefficient of variation (CV) | 0.11775481 |
| Kurtosis | -1.1814657 |
| Mean | 62.223022 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.071635902 |
| Sum | 60543 |
| Variance | 53.685807 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 59 | 6.1% |
| 58 | 48 | 4.9% |
| 66 | 48 | 4.9% |
| 73 | 46 | 4.7% |
| 74 | 45 | 4.6% |
| 67 | 44 | 4.5% |
| 65 | 43 | 4.4% |
| 62 | 41 | 4.2% |
| 68 | 40 | 4.1% |
| 64 | 39 | 4.0% |
| Other values (15) | 520 |
| Value | Count | Frequency (%) |
| 50 | 59 | |
| 51 | 25 | |
| 52 | 37 | |
| 53 | 39 | |
| 54 | 37 | |
| 55 | 33 | |
| 56 | 34 | |
| 57 | 24 | |
| 58 | 48 | |
| 59 | 37 |
| Value | Count | Frequency (%) |
| 74 | 45 | |
| 73 | 46 | |
| 72 | 39 | |
| 71 | 37 | |
| 70 | 33 | |
| 69 | 37 | |
| 68 | 40 | |
| 67 | 44 | |
| 66 | 48 | |
| 65 | 43 |
Session_Duration (hours)
Real number (ℝ)
High correlation 
| Distinct | 147 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2564234 |
| Minimum | 0.5 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.66 |
| Q1 | 1.04 |
| median | 1.26 |
| Q3 | 1.46 |
| 95-th percentile | 1.87 |
| Maximum | 2 |
| Range | 1.5 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.34303348 |
|---|---|
| Coefficient of variation (CV) | 0.27302378 |
| Kurtosis | -0.35080519 |
| Mean | 1.2564234 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.025761027 |
| Sum | 1222.5 |
| Variance | 0.11767197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.37 | 20 | 2.1% |
| 1.03 | 20 | 2.1% |
| 1.13 | 20 | 2.1% |
| 1.08 | 19 | 2.0% |
| 1.42 | 18 | 1.8% |
| 1.38 | 18 | 1.8% |
| 1.29 | 17 | 1.7% |
| 1.36 | 17 | 1.7% |
| 1.14 | 16 | 1.6% |
| 1.41 | 15 | 1.5% |
| Other values (137) | 793 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | 0.1% |
| 0.51 | 5 | |
| 0.52 | 3 | |
| 0.53 | 2 | 0.2% |
| 0.54 | 5 | |
| 0.55 | 4 | |
| 0.56 | 3 | |
| 0.57 | 3 | |
| 0.58 | 3 | |
| 0.59 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 1.99 | 5 | |
| 1.98 | 6 | |
| 1.97 | 6 | |
| 1.96 | 2 | 0.2% |
| 1.95 | 2 | 0.2% |
| 1.94 | 3 | |
| 1.93 | 6 | |
| 1.91 | 3 | |
| 1.9 | 5 |
Calories_Burned
Real number (ℝ)
High correlation 
| Distinct | 621 |
|---|---|
| Distinct (%) | 63.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 905.4224 |
| Minimum | 303 |
|---|---|
| Maximum | 1783 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 303 |
|---|---|
| 5-th percentile | 448 |
| Q1 | 720 |
| median | 893 |
| Q3 | 1076 |
| 95-th percentile | 1378 |
| Maximum | 1783 |
| Range | 1480 |
| Interquartile range (IQR) | 356 |
Descriptive statistics
| Standard deviation | 272.64152 |
|---|---|
| Coefficient of variation (CV) | 0.3011208 |
| Kurtosis | -0.056049954 |
| Mean | 905.4224 |
| Median Absolute Deviation (MAD) | 178 |
| Skewness | 0.2783211 |
| Sum | 880976 |
| Variance | 74333.396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1025 | 6 | 0.6% |
| 883 | 6 | 0.6% |
| 875 | 5 | 0.5% |
| 832 | 5 | 0.5% |
| 711 | 4 | 0.4% |
| 949 | 4 | 0.4% |
| 937 | 4 | 0.4% |
| 1046 | 4 | 0.4% |
| 886 | 4 | 0.4% |
| 742 | 4 | 0.4% |
| Other values (611) | 927 |
| Value | Count | Frequency (%) |
| 303 | 1 | |
| 319 | 1 | |
| 330 | 1 | |
| 331 | 1 | |
| 333 | 1 | |
| 350 | 1 | |
| 353 | 1 | |
| 354 | 2 | |
| 362 | 1 | |
| 363 | 1 |
| Value | Count | Frequency (%) |
| 1783 | 1 | |
| 1766 | 1 | |
| 1725 | 1 | |
| 1701 | 1 | |
| 1688 | 1 | |
| 1675 | 1 | |
| 1646 | 1 | |
| 1634 | 1 | |
| 1625 | 1 | |
| 1622 | 1 |
Workout_Type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| Strength | |
|---|---|
| Cardio | |
| Yoga | |
| HIIT |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 5.5847893 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yoga |
|---|---|
| 2nd row | HIIT |
| 3rd row | Cardio |
| 4th row | Strength |
| 5th row | Strength |
Common Values
| Value | Count | Frequency (%) |
| Strength | 258 | |
| Cardio | 255 | |
| Yoga | 239 | |
| HIIT | 221 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| strength | 258 | |
| cardio | 255 | |
| yoga | 239 | |
| hiit | 221 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 516 | 9.5% |
| r | 513 | 9.4% |
| g | 497 | 9.1% |
| a | 494 | 9.1% |
| o | 494 | 9.1% |
| I | 442 | 8.1% |
| S | 258 | 4.7% |
| e | 258 | 4.7% |
| n | 258 | 4.7% |
| h | 258 | 4.7% |
| Other values (6) | 1446 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3798 | |
| Uppercase Letter | 1636 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 516 | |
| r | 513 | |
| g | 497 | |
| a | 494 | |
| o | 494 | |
| e | 258 | |
| n | 258 | |
| h | 258 | |
| d | 255 | |
| i | 255 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 442 | |
| S | 258 | |
| C | 255 | |
| Y | 239 | |
| H | 221 | |
| T | 221 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5434 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 516 | 9.5% |
| r | 513 | 9.4% |
| g | 497 | 9.1% |
| a | 494 | 9.1% |
| o | 494 | 9.1% |
| I | 442 | 8.1% |
| S | 258 | 4.7% |
| e | 258 | 4.7% |
| n | 258 | 4.7% |
| h | 258 | 4.7% |
| Other values (6) | 1446 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5434 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 516 | 9.5% |
| r | 513 | 9.4% |
| g | 497 | 9.1% |
| a | 494 | 9.1% |
| o | 494 | 9.1% |
| I | 442 | 8.1% |
| S | 258 | 4.7% |
| e | 258 | 4.7% |
| n | 258 | 4.7% |
| h | 258 | 4.7% |
| Other values (6) | 1446 |
Fat_Percentage
Real number (ℝ)
High correlation 
| Distinct | 239 |
|---|---|
| Distinct (%) | 24.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.976773 |
| Minimum | 10 |
|---|---|
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 12.32 |
| Q1 | 21.3 |
| median | 26.2 |
| Q3 | 29.3 |
| 95-th percentile | 33.74 |
| Maximum | 35 |
| Range | 25 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.2594188 |
|---|---|
| Coefficient of variation (CV) | 0.25060959 |
| Kurtosis | -0.33901946 |
| Mean | 24.976773 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | -0.63522468 |
| Sum | 24302.4 |
| Variance | 39.180324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.1 | 14 | 1.4% |
| 27.3 | 13 | 1.3% |
| 27.6 | 11 | 1.1% |
| 29 | 11 | 1.1% |
| 25.7 | 11 | 1.1% |
| 25.3 | 11 | 1.1% |
| 21.3 | 11 | 1.1% |
| 28.4 | 11 | 1.1% |
| 28.2 | 11 | 1.1% |
| 29.8 | 11 | 1.1% |
| Other values (229) | 858 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.1% |
| 10.1 | 3 | |
| 10.2 | 3 | |
| 10.3 | 2 | |
| 10.4 | 1 | 0.1% |
| 10.5 | 3 | |
| 10.6 | 2 | |
| 10.7 | 4 | |
| 10.9 | 1 | 0.1% |
| 11 | 3 |
| Value | Count | Frequency (%) |
| 35 | 2 | 0.2% |
| 34.9 | 6 | |
| 34.8 | 4 | |
| 34.7 | 5 | |
| 34.6 | 3 | |
| 34.5 | 3 | |
| 34.4 | 3 | |
| 34.3 | 6 | |
| 34.2 | 2 | 0.2% |
| 34.1 | 5 |
Water_Intake (liters)
Real number (ℝ)
High correlation 
| Distinct | 23 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6266187 |
| Minimum | 1.5 |
|---|---|
| Maximum | 3.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.7 |
| Q1 | 2.2 |
| median | 2.6 |
| Q3 | 3.1 |
| 95-th percentile | 3.5 |
| Maximum | 3.7 |
| Range | 2.2 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.60017194 |
|---|---|
| Coefficient of variation (CV) | 0.22849603 |
| Kurtosis | -1.0202979 |
| Mean | 2.6266187 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.071479902 |
| Sum | 2555.7 |
| Variance | 0.36020635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 124 | 12.7% |
| 2.7 | 123 | 12.6% |
| 2.3 | 59 | 6.1% |
| 2.1 | 57 | 5.9% |
| 2.4 | 55 | 5.7% |
| 2.6 | 50 | 5.1% |
| 2.2 | 49 | 5.0% |
| 2 | 46 | 4.7% |
| 2.5 | 45 | 4.6% |
| 3.4 | 39 | 4.0% |
| Other values (13) | 326 |
| Value | Count | Frequency (%) |
| 1.5 | 20 | 2.1% |
| 1.6 | 26 | |
| 1.7 | 27 | |
| 1.8 | 34 | |
| 1.9 | 31 | |
| 2 | 46 | |
| 2.1 | 57 | |
| 2.2 | 49 | |
| 2.3 | 59 | |
| 2.4 | 55 |
| Value | Count | Frequency (%) |
| 3.7 | 14 | 1.4% |
| 3.6 | 18 | 1.8% |
| 3.5 | 124 | |
| 3.4 | 39 | 4.0% |
| 3.3 | 22 | 2.3% |
| 3.2 | 22 | 2.3% |
| 3.1 | 29 | 3.0% |
| 3 | 22 | 2.3% |
| 2.9 | 34 | 3.5% |
| 2.8 | 27 | 2.8% |
Workout_Frequency (days/week)
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 368 | |
| 4 | 306 | |
| 2 | 197 | |
| 5 | 102 | 10.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 368 | |
| 4 | 306 | |
| 2 | 197 | |
| 5 | 102 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 368 | |
| 4 | 306 | |
| 2 | 197 | |
| 5 | 102 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 368 | |
| 4 | 306 | |
| 2 | 197 | |
| 5 | 102 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 368 | |
| 4 | 306 | |
| 2 | 197 | |
| 5 | 102 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 368 | |
| 4 | 306 | |
| 2 | 197 | |
| 5 | 102 | 10.5% |
Experience_Level
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.7 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 406 | |
| 1 | 376 | |
| 3 | 191 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 406 | |
| 1 | 376 | |
| 3 | 191 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 406 | |
| 1 | 376 | |
| 3 | 191 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 406 | |
| 1 | 376 | |
| 3 | 191 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 406 | |
| 1 | 376 | |
| 3 | 191 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 406 | |
| 1 | 376 | |
| 3 | 191 |
BMI
Real number (ℝ)
High correlation 
| Distinct | 771 |
|---|---|
| Distinct (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.912127 |
| Minimum | 12.32 |
|---|---|
| Maximum | 49.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.7 KiB |
Quantile statistics
| Minimum | 12.32 |
|---|---|
| 5-th percentile | 15.448 |
| Q1 | 20.11 |
| median | 24.16 |
| Q3 | 28.56 |
| 95-th percentile | 37.542 |
| Maximum | 49.84 |
| Range | 37.52 |
| Interquartile range (IQR) | 8.45 |
Descriptive statistics
| Standard deviation | 6.6608794 |
|---|---|
| Coefficient of variation (CV) | 0.26737497 |
| Kurtosis | 0.74324036 |
| Mean | 24.912127 |
| Median Absolute Deviation (MAD) | 4.27 |
| Skewness | 0.76364786 |
| Sum | 24239.5 |
| Variance | 44.367314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.53 | 5 | 0.5% |
| 23.88 | 4 | 0.4% |
| 22.48 | 4 | 0.4% |
| 26.47 | 4 | 0.4% |
| 21.16 | 4 | 0.4% |
| 24.31 | 4 | 0.4% |
| 23.79 | 4 | 0.4% |
| 27.18 | 3 | 0.3% |
| 22.44 | 3 | 0.3% |
| 24.78 | 3 | 0.3% |
| Other values (761) | 935 |
| Value | Count | Frequency (%) |
| 12.32 | 1 | |
| 12.47 | 1 | |
| 12.67 | 1 | |
| 12.73 | 1 | |
| 12.85 | 1 | |
| 12.91 | 1 | |
| 12.97 | 1 | |
| 13.03 | 1 | |
| 13.23 | 1 | |
| 13.36 | 1 |
| Value | Count | Frequency (%) |
| 49.84 | 1 | |
| 48.43 | 1 | |
| 47.72 | 1 | |
| 46.98 | 1 | |
| 46.94 | 1 | |
| 46.9 | 1 | |
| 45.49 | 1 | |
| 45.43 | 1 | |
| 45.14 | 2 | |
| 44.84 | 1 |
Interactions
Correlations
| Age | Avg_BPM | BMI | Calories_Burned | Experience_Level | Fat_Percentage | Gender | Height (m) | Max_BPM | Resting_BPM | Session_Duration (hours) | Water_Intake (liters) | Weight (kg) | Workout_Frequency (days/week) | Workout_Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.036 | -0.018 | -0.153 | 0.000 | -0.009 | 0.068 | -0.019 | -0.016 | 0.005 | -0.019 | 0.043 | -0.032 | 0.000 | 0.000 |
| Avg_BPM | 0.036 | 1.000 | -0.003 | 0.337 | 0.023 | 0.002 | 0.000 | -0.008 | -0.038 | 0.060 | 0.020 | -0.006 | 0.003 | 0.036 | 0.014 |
| BMI | -0.018 | -0.003 | 1.000 | 0.073 | 0.166 | -0.135 | 0.374 | -0.170 | 0.076 | -0.038 | 0.021 | 0.206 | 0.835 | 0.098 | 0.000 |
| Calories_Burned | -0.153 | 0.337 | 0.073 | 1.000 | 0.606 | -0.506 | 0.149 | 0.075 | -0.008 | -0.003 | 0.903 | 0.346 | 0.132 | 0.388 | 0.056 |
| Experience_Level | 0.000 | 0.023 | 0.166 | 0.606 | 1.000 | 0.695 | 0.000 | 0.048 | 0.000 | 0.000 | 0.771 | 0.515 | 0.351 | 0.721 | 0.000 |
| Fat_Percentage | -0.009 | 0.002 | -0.135 | -0.506 | 0.695 | 1.000 | 0.761 | -0.250 | -0.011 | -0.005 | -0.481 | -0.581 | -0.277 | 0.432 | 0.000 |
| Gender | 0.068 | 0.000 | 0.374 | 0.149 | 0.000 | 0.761 | 1.000 | 0.625 | 0.000 | 0.015 | 0.000 | 0.712 | 0.637 | 0.000 | 0.000 |
| Height (m) | -0.019 | -0.008 | -0.170 | 0.075 | 0.048 | -0.250 | 0.625 | 1.000 | -0.017 | -0.001 | -0.006 | 0.384 | 0.364 | 0.043 | 0.000 |
| Max_BPM | -0.016 | -0.038 | 0.076 | -0.008 | 0.000 | -0.011 | 0.000 | -0.017 | 1.000 | 0.037 | 0.003 | 0.030 | 0.055 | 0.046 | 0.000 |
| Resting_BPM | 0.005 | 0.060 | -0.038 | -0.003 | 0.000 | -0.005 | 0.015 | -0.001 | 0.037 | 1.000 | -0.022 | 0.008 | -0.035 | 0.000 | 0.000 |
| Session_Duration (hours) | -0.019 | 0.020 | 0.021 | 0.903 | 0.771 | -0.481 | 0.000 | -0.006 | 0.003 | -0.022 | 1.000 | 0.285 | 0.037 | 0.475 | 0.032 |
| Water_Intake (liters) | 0.043 | -0.006 | 0.206 | 0.346 | 0.515 | -0.581 | 0.712 | 0.384 | 0.030 | 0.008 | 0.285 | 1.000 | 0.411 | 0.313 | 0.000 |
| Weight (kg) | -0.032 | 0.003 | 0.835 | 0.132 | 0.351 | -0.277 | 0.637 | 0.364 | 0.055 | -0.035 | 0.037 | 0.411 | 1.000 | 0.220 | 0.000 |
| Workout_Frequency (days/week) | 0.000 | 0.036 | 0.098 | 0.388 | 0.721 | 0.432 | 0.000 | 0.043 | 0.046 | 0.000 | 0.475 | 0.313 | 0.220 | 1.000 | 0.000 |
| Workout_Type | 0.000 | 0.014 | 0.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| Age | Gender | Weight (kg) | Height (m) | Max_BPM | Avg_BPM | Resting_BPM | Session_Duration (hours) | Calories_Burned | Workout_Type | Fat_Percentage | Water_Intake (liters) | Workout_Frequency (days/week) | Experience_Level | BMI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 56 | Male | 88.3 | 1.71 | 180 | 157 | 60 | 1.69 | 1313.0 | Yoga | 12.6 | 3.5 | 4 | 3 | 30.20 |
| 1 | 46 | Female | 74.9 | 1.53 | 179 | 151 | 66 | 1.30 | 883.0 | HIIT | 33.9 | 2.1 | 4 | 2 | 32.00 |
| 2 | 32 | Female | 68.1 | 1.66 | 167 | 122 | 54 | 1.11 | 677.0 | Cardio | 33.4 | 2.3 | 4 | 2 | 24.71 |
| 3 | 25 | Male | 53.2 | 1.70 | 190 | 164 | 56 | 0.59 | 532.0 | Strength | 28.8 | 2.1 | 3 | 1 | 18.41 |
| 4 | 38 | Male | 46.1 | 1.79 | 188 | 158 | 68 | 0.64 | 556.0 | Strength | 29.2 | 2.8 | 3 | 1 | 14.39 |
| 5 | 56 | Female | 58.0 | 1.68 | 168 | 156 | 74 | 1.59 | 1116.0 | HIIT | 15.5 | 2.7 | 5 | 3 | 20.55 |
| 6 | 36 | Male | 70.3 | 1.72 | 174 | 169 | 73 | 1.49 | 1385.0 | Cardio | 21.3 | 2.3 | 3 | 2 | 23.76 |
| 7 | 40 | Female | 69.7 | 1.51 | 189 | 141 | 64 | 1.27 | 895.0 | Cardio | 30.6 | 1.9 | 3 | 2 | 30.57 |
| 8 | 28 | Male | 121.7 | 1.94 | 185 | 127 | 52 | 1.03 | 719.0 | Strength | 28.9 | 2.6 | 4 | 2 | 32.34 |
| 9 | 28 | Male | 101.8 | 1.84 | 169 | 136 | 64 | 1.08 | 808.0 | Cardio | 29.7 | 2.7 | 3 | 1 | 30.07 |
| Age | Gender | Weight (kg) | Height (m) | Max_BPM | Avg_BPM | Resting_BPM | Session_Duration (hours) | Calories_Burned | Workout_Type | Fat_Percentage | Water_Intake (liters) | Workout_Frequency (days/week) | Experience_Level | BMI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 963 | 57 | Female | 43.8 | 1.75 | 180 | 160 | 73 | 1.39 | 1001.0 | Cardio | 25.1 | 1.7 | 2 | 1 | 14.30 |
| 964 | 56 | Female | 64.2 | 1.69 | 190 | 137 | 61 | 1.99 | 1227.0 | Cardio | 19.6 | 2.7 | 5 | 3 | 22.48 |
| 965 | 23 | Female | 44.1 | 1.62 | 196 | 122 | 58 | 0.58 | 354.0 | Yoga | 25.7 | 2.7 | 2 | 1 | 16.80 |
| 966 | 23 | Male | 87.3 | 1.91 | 164 | 129 | 58 | 1.87 | 1327.0 | HIIT | 11.8 | 3.5 | 5 | 3 | 23.93 |
| 967 | 20 | Male | 55.0 | 1.60 | 172 | 168 | 67 | 1.12 | 1035.0 | Yoga | 24.0 | 3.2 | 4 | 2 | 21.48 |
| 968 | 24 | Male | 87.1 | 1.74 | 187 | 158 | 67 | 1.57 | 1364.0 | Strength | 10.0 | 3.5 | 4 | 3 | 28.77 |
| 969 | 25 | Male | 66.6 | 1.61 | 184 | 166 | 56 | 1.38 | 1260.0 | Strength | 25.0 | 3.0 | 2 | 1 | 25.69 |
| 970 | 59 | Female | 60.4 | 1.76 | 194 | 120 | 53 | 1.72 | 929.0 | Cardio | 18.8 | 2.7 | 5 | 3 | 19.50 |
| 971 | 32 | Male | 126.4 | 1.83 | 198 | 146 | 62 | 1.10 | 883.0 | HIIT | 28.2 | 2.1 | 3 | 2 | 37.74 |
| 972 | 46 | Male | 88.7 | 1.63 | 166 | 146 | 66 | 0.75 | 542.0 | Strength | 28.8 | 3.5 | 2 | 1 | 33.38 |